A Closer Look at Spatial-Slice Features Learning for COVID-19 Detection

arXiv:2404.01643v2 Announce Type: replace-cross
Abstract: Conventional Computed Tomography (CT) imaging recognition faces two significant challenges: (1) There is often considerable variability in the resolution and size of each CT scan, necessitating strict requirements for the input size and adaptability of models. (2) CT-scan contains large number of out-of-distribution (OOD) slices. The crucial features may only be present in specific spatial regions and slices of the entire CT scan. How can we effectively figure out where these are located? To deal …

arxiv closer look covid covid-19 cs.cv cs.lg detection eess.iv features look slice spatial type